Dahabreh, Issa J.
- Extending inferences from a randomized trial to a new target population
2018/05/01 by Dahabreh, Issa J., Robertson, Sarah E., Steingrimsson, Jon A. +2 · 8 citations
#FOS: Computer and information sciences #Methodology (stat.ME)
- Efficient and robust methods for causally interpretable meta-analysis: transporting inferences from multiple randomized trials to a target population
2019/08/24 by Issa J Dahabreh, Sarah E. Robertson, Dahabreh, Issa J. +7 · 5 citations
Decision Sciences · Mathematics · #Applications (stat.AP) #FOS: Computer and information sciences #Meta-analysis and systematic reviews #Methodology (stat.ME) #Statistical Methods and Bayesian Inference
- Transporting a prediction model for use in a new target population
2021/01/27 by Steingrimsson, Jon A., Gatsonis, Constantine, Dahabreh, Issa J. · 3 citations
#Applications (stat.AP) #FOS: Computer and information sciences
- Study designs for extending causal inferences from a randomized trial to\n a target population
2019/05/19 by Issa J Dahabreh, Dahabreh, Issa J., Sebastien J-P. A. Haneuse +11 · 2 citations
Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME)
- Efficient Randomized Experiments Using Foundation Models
2025/02/06 by De Bartolomeis, Piersilvio, Abad, Javier, Wang, Guanbo +4 · 6 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
- Towards causally interpretable meta-analysis: transporting inferences from multiple studies to a target population
2019/03/27 by Issa J Dahabreh, Dahabreh, Issa J., Lucia C. Petito +7 · 1 citation
Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods and Bayesian Inference
- Estimating subgroup effects in generalizability and transportability\n analyses
2021/09/28 by Sarah E. Robertson, Robertson, Sarah E., Jon A. Steingrimsson +7 · 1 citation
Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods in Clinical Trials
- Robust Estimation of Loss-Based Measures of Model Performance under Covariate Shift
2022/10/05 by Samantha Morrison, Morrison, Samantha, Constantine Gatsonis +7 · 1 citation
Mathematics · #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods in Epidemiology
- Generalizing and transporting inferences about the effects of treatment assignment subject to non-adherence
2022/11/09 by Dahabreh, Issa J., Robertson, Sarah E., Hernán, Miguel A. · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- Robust integration of external control data in randomized trials
2024/06/25 by Karlsson, Rickard, Wang, Guanbo, De Bartolomeis, Piersilvio +2 · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- Generalizing and transporting causal inferences from randomized trials in the presence of trial engagement effects
2024/07/19 by Lawson Ung, Tyler J. VanderWeele, Ung, Lawson +3 · 1 citation
Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
- Combining an experimental study with external data: study designs and identification strategies
2024/06/05 by Ung, Lawson, Wang, Guanbo, Haneuse, Sebastien +2 · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)